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CluMP (version 0.8.1)
Clustering of Micro Panel Data
Description
Two-step feature-based clustering method designed for micro panel (longitudinal) data with the artificial panel data generator. See Sobisek, Stachova, Fojtik (2018)
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Version
Version
0.8.1
0.8
0.7.1
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Install
install.packages('CluMP')
Monthly Downloads
212
Version
0.8.1
License
GPL (>= 3)
Maintainer
Jan Fojtik
Last Published
November 27th, 2020
Functions in CluMP (0.8.1)
Search functions
CluMP_view
Cluster profiles' (CluMP results) visualisation
CluMP_profiles
Summary characteristics of identified clusters via CluMP
ParamLinear
Parameters of linear model
ParamCubic
Parameters of cubic model
PanelPlot
Plot Micro-Panel (longitudinal) Data
GeneratePanel
Generate an artificial Micro-Panel (longitudinal) Data
OptiNum
Finding an optimal number of clusters
CluMP
Cluster Micro-Panel (longitudinal) Data employing the CluMP algorithm
ParamExpon
Parameters of exponential model
ParamQuadrat
Parameters of quadratic model